The engineering sector is at a pivotal turning point, marked by the increasing integration of artificial intelligence (AI) and machine learning technologies. These innovations, notably generative AI, promise to radically transform design and production methods. Companies must navigate a rapidly changing landscape, where adopting these technologies is both an opportunity and a challenge. Major players such as Capgemini and Siemens continue to lead the charge, demonstrating AI's potential benefits in terms of efficiency and innovation. However, this transformation raises critical questions about regulation, ethics, and the evolution of skills required for engineers.